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Denny JC, Spickard A, Speltz PJ, Poirier R, Rosenstiel D, Powers JS. Using natural language processing to provide personalized learning opportunities from trainee clinical notes. Journal of biomedical informatics. 2015 Jun 10.
Abstract
Assessment of medical trainee learning through pre-defined competencies is now commonplace in schools of medicine. We describe a novel electronic advisor system using natural language processing (NLP) to identify two geriatric medicine competencies from medical student clinical notes in the electronic medical record: advance directives (AD) and altered mental status (AMS).